I. Introduction
Condition monitoring of industrial induction motors based on the current spectrum, known as motor current signature analysis (MCSA), has become common in the field for induction motor testing. Its remote monitoring capability from the motor control center using existing current transformers makes it an attractive and convenient tool to apply in an industrial environment for medium-high-voltage motors. Numerous case studies reported in the literature show that MCSA is capable of detecting rotor bar and end ring breakages for preventing potential forced outages due to rotor failure [1]–[8]. However, false fault alarms (false positive indication) or missed faults (false negative indication) are common in the field as reported in [4]–[9].